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Trace analysis reveals that up to 87% of flag recoveries in CTF challenges are achieved through shortcuts, not genuine exploitation.
LLM agents can now automatically reconstruct and verify control systems simulations from research papers, achieving a 10x speedup over manual replication.
Stop AI-driven malware and data leaks by embedding hidden, verifiable "canaries" in your documents that expose unauthorized LLM processing, even after adversarial attacks.
